Solutions · Agentic Data Analyst
A natural-language analyst that reasons across your structured data — it writes its own queries, shows its work, and answers in the language it was asked. Decision-makers self-serve in seconds; the data never moves and never changes.
How it works
Arabic or English, plain language
Plans, writes queries, joins results
Registries, core systems, warehouses
Tables, narrative, branded PDF
See it answer
How many Muscat residents own both an apartment and a vehicle?
1,284 residents of Muscat currently own both an apartment and at least one registered vehicle. Full query trace attached.
كم عدد سكان مسقط الذين يمتلكون شقة ومركبة معاً؟
١٬٢٨٤ من السكان في مسقط يمتلكون حالياً شقة ومركبة مسجلة واحدة على الأقل. سجل الاستعلام الكامل مرفق.
Capabilities
One question can join people, property, and vehicle records — or any structured sources — without a hard foreign key. The agent reads documented join patterns and writes the join correctly.
Every source lookup, every query, every row count streams to the screen as it happens. Technical evaluators verify in real time; executives read a clean answer.
Two independent safeguards — every query is parsed and rejected unless it reads, and the data role itself has no write grants.
The language of the question decides the language of the answer. Layout, tables, and the exported PDF flip to right-to-left for Arabic.
One-click 360 views — person, property, asset — run hand-written query bundles. Same prompt, same rows, every time. The narration is generated; the data is not.
When no row matches, it says so and shows the query it ran. It will not invent data.
From demo to production
The agent talks to its tools, not to your database. Moving from demo to your live sources is a tool-layer change — the reasoning loop, the prompts, and the safety boundary stay the same.
Pick one or two domains, write the context documents, agree the first question set.
Wire the tool layer to authenticated APIs against your data plane; calibrate on real query patterns.
Identity integration, per-user authorization, signed audit log on the built-in telemetry.
Internal pilot group, telemetry review, scope expansion to the remaining domains.
